 The proposed mathematical model investigates the COVID-19 outbreak in Wuhan, China. It describes multiple transmission pathways and emphasizes the role of the environmental reservoir in the spread of the disease. Non-constant transmission rates are used to reflect the impact of disease control measures. Analytical and numerical results indicate that the infection would remain endemic, necessitating long-term prevention and intervention programs. This article was authored by Chayu Yang and Gene Wang.